add app.py

app.py

@@ -0,0 +1,26 @@
+from fastai.vision.all import load_learner
+import gradio as gr
+
+
+labels=(
+    'Abyssinian cat',
+    'Bengal cat',
+    'Birman cat',
+    'Bombay cat',
+    'British Longhair cat',
+    'Burmese cat',
+    'Burmilla cat',
+    'Cornish Rex cat',
+    'Cymric cat',
+    'Donskoy cat'
+)
+model=load_learner(f'CatClassifier-v0.pkl')
+def recognize_image(image):
+  pred, idx, probs=model.predict(image)
+  print(pred)
+  return dict(zip(labels, map(float, probs)))
+image = gr.Image(image_mode="RGB")
+label=gr.Label()
+example=['test_images/th(11).jpeg']
+iface = gr.Interface(fn=recognize_image, inputs=image, outputs=label)
+iface.launch(inline=False, share=True)